oxfordDataset-COVID19-response

Dataset statistics

Number of variables	42
Number of observations	25401
Missing cells	192469
Missing cells (%)	18.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	10.8 MiB
Average record size in memory	445.1 B

Variable types

NUM	19
CAT	13
BOOL	9
UNSUPPORTED	1

Reproduction

Analysis started	2020-05-30 02:14:13.088055
Analysis finished	2020-05-30 02:15:04.743532
Duration	51.66 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`CountryName` has a high cardinality: 170 distinct values	High cardinality
`CountryCode` has a high cardinality: 170 distinct values	High cardinality
`C3_Cancel public events` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`C1_School closing` is highly correlated with `C3_Cancel public events` and 8 other fields	High correlation
`ConfirmedDeaths` is highly correlated with `ConfirmedCases`	High correlation
`ConfirmedCases` is highly correlated with `ConfirmedDeaths`	High correlation
`StringencyIndex` is highly correlated with `C1_School closing` and 9 other fields	High correlation
`C4_Restrictions on gatherings` is highly correlated with `StringencyIndex` and 1 other fields	High correlation
`StringencyIndexForDisplay` is highly correlated with `C1_School closing` and 9 other fields	High correlation
`StringencyLegacyIndex` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`StringencyLegacyIndexForDisplay` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`GovernmentResponseIndex` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`GovernmentResponseIndexForDisplay` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`ContainmentHealthIndex` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`ContainmentHealthIndexForDisplay` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`EconomicSupportIndex` is highly correlated with `E2_Debt/contract relief` and 1 other fields	High correlation
`E2_Debt/contract relief` is highly correlated with `EconomicSupportIndex` and 1 other fields	High correlation
`EconomicSupportIndexForDisplay` is highly correlated with `E2_Debt/contract relief` and 1 other fields	High correlation
`C1_School closing` has 562 (2.2%) missing values	Missing
`C1_Flag` has 13243 (52.1%) missing values	Missing
`C2_Workplace closing` has 657 (2.6%) missing values	Missing
`C2_Flag` has 14801 (58.3%) missing values	Missing
`C3_Cancel public events` has 669 (2.6%) missing values	Missing
`C3_Flag` has 13062 (51.4%) missing values	Missing
`C4_Restrictions on gatherings` has 585 (2.3%) missing values	Missing
`C4_Flag` has 14593 (57.5%) missing values	Missing
`C5_Close public transport` has 581 (2.3%) missing values	Missing
`C5_Flag` has 17397 (68.5%) missing values	Missing
`C6_Stay at home requirements` has 618 (2.4%) missing values	Missing
`C6_Flag` has 15685 (61.7%) missing values	Missing
`C7_Restrictions on internal movement` has 567 (2.2%) missing values	Missing
`C7_Flag` has 15405 (60.6%) missing values	Missing
`C8_International travel controls` has 633 (2.5%) missing values	Missing
`E1_Income support` has 734 (2.9%) missing values	Missing
`E1_Flag` has 19108 (75.2%) missing values	Missing
`E2_Debt/contract relief` has 731 (2.9%) missing values	Missing
`E3_Fiscal measures` has 880 (3.5%) missing values	Missing
`E4_International support` has 942 (3.7%) missing values	Missing
`H1_Public information campaigns` has 626 (2.5%) missing values	Missing
`H1_Flag` has 8572 (33.7%) missing values	Missing
`H2_Testing policy` has 911 (3.6%) missing values	Missing
`H3_Contact tracing` has 832 (3.3%) missing values	Missing
`H4_Emergency investment in healthcare` has 1187 (4.7%) missing values	Missing
`H5_Investment in vaccines` has 1032 (4.1%) missing values	Missing
`M1_Wildcard` has 25401 (100.0%) missing values	Missing
`ConfirmedCases` has 8508 (33.5%) missing values	Missing
`ConfirmedDeaths` has 8508 (33.5%) missing values	Missing
`StringencyIndex` has 710 (2.8%) missing values	Missing
`StringencyLegacyIndex` has 699 (2.8%) missing values	Missing
`GovernmentResponseIndex` has 865 (3.4%) missing values	Missing
`GovernmentResponseIndexForDisplay` has 375 (1.5%) missing values	Missing
`ContainmentHealthIndex` has 856 (3.4%) missing values	Missing
`ContainmentHealthIndexForDisplay` has 372 (1.5%) missing values	Missing
`EconomicSupportIndex` has 799 (3.1%) missing values	Missing
`EconomicSupportIndexForDisplay` has 319 (1.3%) missing values	Missing
`E3_Fiscal measures` is highly skewed (γ1 = 78.60093446)	Skewed
`E4_International support` is highly skewed (γ1 = 156.3762941)	Skewed
`H4_Emergency investment in healthcare` is highly skewed (γ1 = 114.2192849)	Skewed
`H5_Investment in vaccines` is highly skewed (γ1 = 71.52929556)	Skewed
`CountryName` is uniformly distributed	Uniform
`CountryCode` is uniformly distributed	Uniform
`M1_Wildcard` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`C4_Restrictions on gatherings` has 14008 (55.1%) zeros	Zeros
`C8_International travel controls` has 9119 (35.9%) zeros	Zeros
`E3_Fiscal measures` has 24098 (94.9%) zeros	Zeros
`E4_International support` has 24401 (96.1%) zeros	Zeros
`H4_Emergency investment in healthcare` has 23844 (93.9%) zeros	Zeros
`H5_Investment in vaccines` has 24265 (95.5%) zeros	Zeros
`ConfirmedCases` has 2772 (10.9%) zeros	Zeros
`ConfirmedDeaths` has 6618 (26.1%) zeros	Zeros
`StringencyIndex` has 6842 (26.9%) zeros	Zeros
`StringencyIndexForDisplay` has 6842 (26.9%) zeros	Zeros
`StringencyLegacyIndex` has 6842 (26.9%) zeros	Zeros
`StringencyLegacyIndexForDisplay` has 6842 (26.9%) zeros	Zeros
`GovernmentResponseIndex` has 6158 (24.2%) zeros	Zeros
`GovernmentResponseIndexForDisplay` has 6158 (24.2%) zeros	Zeros
`ContainmentHealthIndex` has 6199 (24.4%) zeros	Zeros
`ContainmentHealthIndexForDisplay` has 6199 (24.4%) zeros	Zeros
`EconomicSupportIndex` has 16493 (64.9%) zeros	Zeros
`EconomicSupportIndexForDisplay` has 16579 (65.3%) zeros	Zeros

CountryName
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count	170
Unique (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	198.6 KiB

Guyana	151
India	151
Honduras	151
Moldova	151
San Marino	151
Other values (165)	24646

Value	Count	Frequency (%)
Guyana	151	0.6%
India	151	0.6%
Honduras	151	0.6%
Moldova	151	0.6%
San Marino	151	0.6%
Kenya	151	0.6%
Bolivia	151	0.6%
Slovenia	151	0.6%
Jamaica	151	0.6%
Greenland	151	0.6%
Denmark	151	0.6%
Argentina	151	0.6%
Sweden	151	0.6%
Portugal	151	0.6%
Italy	151	0.6%
Mozambique	151	0.6%
Bangladesh	151	0.6%
Mauritius	151	0.6%
Austria	151	0.6%
South Korea	151	0.6%
Lithuania	151	0.6%
Senegal	151	0.6%
Kyrgyz Republic	151	0.6%
Aruba	151	0.6%
Azerbaijan	151	0.6%
Other values (145)	21626	85.1%

Length

Max length	28
Median length	7
Mean length	8.141254281
Min length	4

Overview of Unicode Properties

Unique unicode characters	52
Unique unicode categories (?)	4
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	31080	15.0%
i	17638	8.5%
n	16285	7.9%
e	14501	7.0%
r	11806	5.7%
o	11488	5.6%
u	8520	4.1%
l	7771	3.8%
t	6577	3.2%
d	6127	3.0%
s	5672	2.7%
	5229	2.5%
m	4630	2.2%
g	4479	2.2%
b	4337	2.1%
c	4029	1.9%
S	3587	1.7%
h	2989	1.4%
y	2693	1.3%
B	2539	1.2%
p	2539	1.2%
C	2386	1.2%
A	2096	1.0%
M	2094	1.0%
z	1797	0.9%
Other values (27)	23907	11.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	171236	82.8%
Uppercase Letter	30182	14.6%
Space Separator	5229	2.5%
Other Punctuation	149	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	3587	11.9%
B	2539	8.4%
C	2386	7.9%
A	2096	6.9%
M	2094	6.9%
G	1797	6.0%
R	1642	5.4%
T	1495	5.0%
P	1494	4.9%
I	1493	4.9%
L	1346	4.5%
N	1343	4.4%
K	1196	4.0%
E	1046	3.5%
U	1045	3.5%
D	747	2.5%
H	597	2.0%
J	449	1.5%
Z	448	1.5%
F	447	1.5%
V	447	1.5%
Y	150	0.5%
O	149	0.5%
Q	149	0.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	31080	18.2%
i	17638	10.3%
n	16285	9.5%
e	14501	8.5%
r	11806	6.9%
o	11488	6.7%
u	8520	5.0%
l	7771	4.5%
t	6577	3.8%
d	6127	3.6%
s	5672	3.3%
m	4630	2.7%
g	4479	2.6%
b	4337	2.5%
c	4029	2.4%
h	2989	1.7%
y	2693	1.6%
p	2539	1.5%
z	1797	1.0%
w	1794	1.0%
k	1643	1.0%
v	1197	0.7%
f	596	0.3%
j	450	0.3%
q	300	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	5229	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
'	149	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	201418	97.4%
Common	5378	2.6%

Most frequent Latin characters

Value	Count	Frequency (%)
a	31080	15.4%
i	17638	8.8%
n	16285	8.1%
e	14501	7.2%
r	11806	5.9%
o	11488	5.7%
u	8520	4.2%
l	7771	3.9%
t	6577	3.3%
d	6127	3.0%
s	5672	2.8%
m	4630	2.3%
g	4479	2.2%
b	4337	2.2%
c	4029	2.0%
S	3587	1.8%
h	2989	1.5%
y	2693	1.3%
B	2539	1.3%
p	2539	1.3%
C	2386	1.2%
A	2096	1.0%
M	2094	1.0%
z	1797	0.9%
G	1797	0.9%
Other values (25)	21961	10.9%

Most frequent Common characters

Value	Count	Frequency (%)
	5229	97.2%
'	149	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	206796	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	31080	15.0%
i	17638	8.5%
n	16285	7.9%
e	14501	7.0%
r	11806	5.7%
o	11488	5.6%
u	8520	4.1%
l	7771	3.8%
t	6577	3.2%
d	6127	3.0%
s	5672	2.7%
	5229	2.5%
m	4630	2.2%
g	4479	2.2%
b	4337	2.1%
c	4029	1.9%
S	3587	1.7%
h	2989	1.4%
y	2693	1.3%
B	2539	1.2%
p	2539	1.2%
C	2386	1.2%
A	2096	1.0%
M	2094	1.0%
z	1797	0.9%
Other values (27)	23907	11.6%

CountryCode
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count	170
Unique (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	198.6 KiB

BRA	151
IND	151
MUS	151
BOL	151
LTU	151
Other values (165)	24646

Value	Count	Frequency (%)
BRA	151	0.6%
IND	151	0.6%
MUS	151	0.6%
BOL	151	0.6%
LTU	151	0.6%
HND	151	0.6%
GRL	151	0.6%
ABW	151	0.6%
MOZ	151	0.6%
PRT	151	0.6%
AUT	151	0.6%
KGZ	151	0.6%
SVN	151	0.6%
BGD	151	0.6%
LBR	151	0.6%
JAM	151	0.6%
SEN	151	0.6%
ESP	151	0.6%
KOR	151	0.6%
ARE	151	0.6%
ITA	151	0.6%
GUY	151	0.6%
KEN	151	0.6%
SMR	151	0.6%
AZE	151	0.6%
Other values (145)	21626	85.1%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
R	6274	8.2%
A	5980	7.8%
N	5378	7.1%
S	4780	6.3%
B	4630	6.1%
M	4483	5.9%
L	4183	5.5%
G	3888	5.1%
E	3590	4.7%
U	3437	4.5%
T	3291	4.3%
C	3131	4.1%
D	2841	3.7%
I	2836	3.7%
O	2689	3.5%
P	2390	3.1%
Z	2095	2.7%
K	2094	2.7%
H	1940	2.5%
Y	1494	2.0%
W	1347	1.8%
V	1194	1.6%
F	894	1.2%
J	748	1.0%
Q	298	0.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	76203	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
R	6274	8.2%
A	5980	7.8%
N	5378	7.1%
S	4780	6.3%
B	4630	6.1%
M	4483	5.9%
L	4183	5.5%
G	3888	5.1%
E	3590	4.7%
U	3437	4.5%
T	3291	4.3%
C	3131	4.1%
D	2841	3.7%
I	2836	3.7%
O	2689	3.5%
P	2390	3.1%
Z	2095	2.7%
K	2094	2.7%
H	1940	2.5%
Y	1494	2.0%
W	1347	1.8%
V	1194	1.6%
F	894	1.2%
J	748	1.0%
Q	298	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	76203	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
R	6274	8.2%
A	5980	7.8%
N	5378	7.1%
S	4780	6.3%
B	4630	6.1%
M	4483	5.9%
L	4183	5.5%
G	3888	5.1%
E	3590	4.7%
U	3437	4.5%
T	3291	4.3%
C	3131	4.1%
D	2841	3.7%
I	2836	3.7%
O	2689	3.5%
P	2390	3.1%
Z	2095	2.7%
K	2094	2.7%
H	1940	2.5%
Y	1494	2.0%
W	1347	1.8%
V	1194	1.6%
F	894	1.2%
J	748	1.0%
Q	298	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
R	6274	8.2%
A	5980	7.8%
N	5378	7.1%
S	4780	6.3%
B	4630	6.1%
M	4483	5.9%
L	4183	5.5%
G	3888	5.1%
E	3590	4.7%
U	3437	4.5%
T	3291	4.3%
C	3131	4.1%
D	2841	3.7%
I	2836	3.7%
O	2689	3.5%
P	2390	3.1%
Z	2095	2.7%
K	2094	2.7%
H	1940	2.5%
Y	1494	2.0%
W	1347	1.8%
V	1194	1.6%
F	894	1.2%
J	748	1.0%
Q	298	0.4%

Date
Real number (ℝ_≥0)

Distinct count	151
Unique (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	20200312.674815953
Minimum	20200101
Maximum	20200530
Zeros	0
Zeros (%)	0.0%
Memory size	198.6 KiB

Quantile statistics

Minimum	20200101
5-th percentile	20200108
Q1	20200207
median	20200315
Q3	20200422
95-th percentile	20200521
Maximum	20200530
Range	429
Interquartile range (IQR)	215

Descriptive statistics

Standard deviation	140.8596685
Coefficient of variation (CV)	6.973142981e-06
Kurtosis	-1.282205451
Mean	20200312.67
Median Absolute Deviation (MAD)	107
Skewness	0.009504813028
Sum	5.131081423e+11
Variance	19841.44622

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
20200520	170	0.7%
20200113	170	0.7%
20200418	170	0.7%
20200402	170	0.7%
20200322	170	0.7%
20200306	170	0.7%
20200226	170	0.7%
20200210	170	0.7%
20200130	170	0.7%
20200114	170	0.7%
20200515	170	0.7%
20200419	170	0.7%
20200403	170	0.7%
20200323	170	0.7%
20200307	170	0.7%
20200227	170	0.7%
20200211	170	0.7%
20200514	170	0.7%
20200129	170	0.7%
20200207	170	0.7%
20200209	170	0.7%
20200111	170	0.7%
20200512	170	0.7%
20200416	170	0.7%
20200320	170	0.7%
Other values (126)	21151	83.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20200101	170	0.7%
20200102	170	0.7%
20200103	170	0.7%
20200104	170	0.7%
20200105	170	0.7%
20200106	170	0.7%
20200107	170	0.7%
20200108	170	0.7%
20200109	170	0.7%
20200110	170	0.7%

Value	Count	Frequency (%)
20200530	30	0.1%
20200529	45	0.2%
20200528	166	0.7%
20200527	170	0.7%
20200526	170	0.7%
20200525	170	0.7%
20200524	170	0.7%
20200523	170	0.7%
20200522	170	0.7%
20200521	170	0.7%

C1_School closing
Categorical

HIGH CORRELATION
MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	562
Missing (%)	2.2%
Memory size	198.6 KiB

0	12681
3	11016
2	1012
1	130

Value	Count	Frequency (%)
0	12681	49.9%
3	11016	43.4%
2	1012	4.0%
1	130	0.5%
(Missing)	562	2.2%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	7
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	37520	49.2%
.	24839	32.6%
3	11016	14.5%
n	1124	1.5%
2	1012	1.3%
a	562	0.7%
1	130	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49678	65.2%
Other Punctuation	24839	32.6%
Lowercase Letter	1686	2.2%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	37520	75.5%
3	11016	22.2%
2	1012	2.0%
1	130	0.3%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	24839	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1124	66.7%
a	562	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	74517	97.8%
Latin	1686	2.2%

Most frequent Common characters

Value	Count	Frequency (%)
0	37520	50.4%
.	24839	33.3%
3	11016	14.8%
2	1012	1.4%
1	130	0.2%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1124	66.7%
a	562	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	37520	49.2%
.	24839	32.6%
3	11016	14.5%
n	1124	1.5%
2	1012	1.3%
a	562	0.7%
1	130	0.2%

C1_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	13243
Missing (%)	52.1%
Memory size	198.6 KiB

1	11279
0	879
(Missing)	13243

Frequency Table

Value	Count	Frequency (%)
1	11279	44.4%
0	879	3.5%
(Missing)	13243	52.1%

C2_Workplace closing
Categorical

MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	657
Missing (%)	2.6%
Memory size	198.6 KiB

0	14144
2	4821
3	4560
1	1219

Value	Count	Frequency (%)
0	14144	55.7%
2	4821	19.0%
3	4560	18.0%
1	1219	4.8%
(Missing)	657	2.6%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	7
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	38888	51.0%
.	24744	32.5%
2	4821	6.3%
3	4560	6.0%
n	1314	1.7%
1	1219	1.6%
a	657	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49488	64.9%
Other Punctuation	24744	32.5%
Lowercase Letter	1971	2.6%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	38888	78.6%
2	4821	9.7%
3	4560	9.2%
1	1219	2.5%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	24744	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1314	66.7%
a	657	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	74232	97.4%
Latin	1971	2.6%

Most frequent Common characters

Value	Count	Frequency (%)
0	38888	52.4%
.	24744	33.3%
2	4821	6.5%
3	4560	6.1%
1	1219	1.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1314	66.7%
a	657	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	38888	51.0%
.	24744	32.5%
2	4821	6.3%
3	4560	6.0%
n	1314	1.7%
1	1219	1.6%
a	657	0.9%

C2_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	14801
Missing (%)	58.3%
Memory size	198.6 KiB

1	8853
0	1747
(Missing)	14801

Frequency Table

Value	Count	Frequency (%)
1	8853	34.9%
0	1747	6.9%
(Missing)	14801	58.3%

C3_Cancel public events
Categorical

HIGH CORRELATION
MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	669
Missing (%)	2.6%
Memory size	198.6 KiB

0	12393
2	11514
1	825

Value	Count	Frequency (%)
0	12393	48.8%
2	11514	45.3%
1	825	3.2%
(Missing)	669	2.6%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	37125	48.7%
.	24732	32.5%
2	11514	15.1%
n	1338	1.8%
1	825	1.1%
a	669	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49464	64.9%
Other Punctuation	24732	32.5%
Lowercase Letter	2007	2.6%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	37125	75.1%
2	11514	23.3%
1	825	1.7%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	24732	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1338	66.7%
a	669	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	74196	97.4%
Latin	2007	2.6%

Most frequent Common characters

Value	Count	Frequency (%)
0	37125	50.0%
.	24732	33.3%
2	11514	15.5%
1	825	1.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1338	66.7%
a	669	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	37125	48.7%
.	24732	32.5%
2	11514	15.1%
n	1338	1.8%
1	825	1.1%
a	669	0.9%

C3_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	13062
Missing (%)	51.4%
Memory size	198.6 KiB

1	11238
0	1101
(Missing)	13062

Frequency Table

Value	Count	Frequency (%)
1	11238	44.2%
0	1101	4.3%
(Missing)	13062	51.4%

C4_Restrictions on gatherings
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	5
Unique (%)	< 0.1%
Missing	585
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%

Mean	1.5115248226950355
Minimum	0.0
Maximum	4.0
Zeros	14008
Zeros (%)	55.1%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.791091123
Coefficient of variation (CV)	1.184956473
Kurtosis	-1.682805068
Mean	1.511524823
Median Absolute Deviation (MAD)	0
Skewness	0.4344638253
Sum	37510
Variance	3.208007411

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	14008	55.1%
4	6427	25.3%
3	3414	13.4%
2	593	2.3%
1	374	1.5%
(Missing)	585	2.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14008	55.1%
1	374	1.5%
2	593	2.3%
3	3414	13.4%
4	6427	25.3%

Value	Count	Frequency (%)
4	6427	25.3%
3	3414	13.4%
2	593	2.3%
1	374	1.5%
0	14008	55.1%

C4_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	14593
Missing (%)	57.5%
Memory size	198.6 KiB

1	9798
0	1010
(Missing)	14593

Frequency Table

Value	Count	Frequency (%)
1	9798	38.6%
0	1010	4.0%
(Missing)	14593	57.5%

C5_Close public transport
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	581
Missing (%)	2.3%
Memory size	198.6 KiB

0	16816
2	4147
1	3857

Value	Count	Frequency (%)
0	16816	66.2%
2	4147	16.3%
1	3857	15.2%
(Missing)	581	2.3%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	41636	54.6%
.	24820	32.6%
2	4147	5.4%
1	3857	5.1%
n	1162	1.5%
a	581	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49640	65.1%
Other Punctuation	24820	32.6%
Lowercase Letter	1743	2.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	41636	83.9%
2	4147	8.4%
1	3857	7.8%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	24820	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1162	66.7%
a	581	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	74460	97.7%
Latin	1743	2.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	41636	55.9%
.	24820	33.3%
2	4147	5.6%
1	3857	5.2%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1162	66.7%
a	581	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	41636	54.6%
.	24820	32.6%
2	4147	5.4%
1	3857	5.1%
n	1162	1.5%
a	581	0.8%

C5_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	17397
Missing (%)	68.5%
Memory size	198.6 KiB

1	6111
0	1893
(Missing)	17397

Frequency Table

Value	Count	Frequency (%)
1	6111	24.1%
0	1893	7.5%
(Missing)	17397	68.5%

C6_Stay at home requirements
Categorical

MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	618
Missing (%)	2.4%
Memory size	198.6 KiB

0	15067
2	5210
1	2940
3	1566

Value	Count	Frequency (%)
0	15067	59.3%
2	5210	20.5%
1	2940	11.6%
3	1566	6.2%
(Missing)	618	2.4%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	7
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	39850	52.3%
.	24783	32.5%
2	5210	6.8%
1	2940	3.9%
3	1566	2.1%
n	1236	1.6%
a	618	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49566	65.0%
Other Punctuation	24783	32.5%
Lowercase Letter	1854	2.4%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	39850	80.4%
2	5210	10.5%
1	2940	5.9%
3	1566	3.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	24783	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1236	66.7%
a	618	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	74349	97.6%
Latin	1854	2.4%

Most frequent Common characters

Value	Count	Frequency (%)
0	39850	53.6%
.	24783	33.3%
2	5210	7.0%
1	2940	4.0%
3	1566	2.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1236	66.7%
a	618	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	39850	52.3%
.	24783	32.5%
2	5210	6.8%
1	2940	3.9%
3	1566	2.1%
n	1236	1.6%
a	618	0.8%

C6_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	15685
Missing (%)	61.7%
Memory size	198.6 KiB

1	7859
0	1857
(Missing)	15685

Frequency Table

Value	Count	Frequency (%)
1	7859	30.9%
0	1857	7.3%
(Missing)	15685	61.7%

C7_Restrictions on internal movement
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	567
Missing (%)	2.2%
Memory size	198.6 KiB

0	14838
2	7949
1	2047

Value	Count	Frequency (%)
0	14838	58.4%
2	7949	31.3%
1	2047	8.1%
(Missing)	567	2.2%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	39672	52.1%
.	24834	32.6%
2	7949	10.4%
1	2047	2.7%
n	1134	1.5%
a	567	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49668	65.2%
Other Punctuation	24834	32.6%
Lowercase Letter	1701	2.2%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	39672	79.9%
2	7949	16.0%
1	2047	4.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	24834	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1134	66.7%
a	567	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	74502	97.8%
Latin	1701	2.2%

Most frequent Common characters

Value	Count	Frequency (%)
0	39672	53.2%
.	24834	33.3%
2	7949	10.7%
1	2047	2.7%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1134	66.7%
a	567	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	39672	52.1%
.	24834	32.6%
2	7949	10.4%
1	2047	2.7%
n	1134	1.5%
a	567	0.7%

C7_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	15405
Missing (%)	60.6%
Memory size	198.6 KiB

1	7099
0	2897
(Missing)	15405

Frequency Table

Value	Count	Frequency (%)
1	7099	27.9%
0	2897	11.4%
(Missing)	15405	60.6%

C8_International travel controls
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct count	5
Unique (%)	< 0.1%
Missing	633
Missing (%)	2.5%
Infinite	0
Infinite (%)	0.0%

Mean	2.009972545219638
Minimum	0.0
Maximum	4.0
Zeros	9119
Zeros (%)	35.9%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.727189843
Coefficient of variation (CV)	0.8593101667
Kurtosis	-1.74328902
Mean	2.009972545
Median Absolute Deviation (MAD)	1
Skewness	-0.07844273886
Sum	49783
Variance	2.983184753

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	9119	35.9%
4	7778	30.6%
3	4614	18.2%
1	1685	6.6%
2	1572	6.2%
(Missing)	633	2.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9119	35.9%
1	1685	6.6%
2	1572	6.2%
3	4614	18.2%
4	7778	30.6%

Value	Count	Frequency (%)
4	7778	30.6%
3	4614	18.2%
2	1572	6.2%
1	1685	6.6%
0	9119	35.9%

E1_Income support
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	734
Missing (%)	2.9%
Memory size	198.6 KiB

0	18374
1	3917
2	2376

Value	Count	Frequency (%)
0	18374	72.3%
1	3917	15.4%
2	2376	9.4%
(Missing)	734	2.9%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	43041	56.5%
.	24667	32.4%
1	3917	5.1%
2	2376	3.1%
n	1468	1.9%
a	734	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49334	64.7%
Other Punctuation	24667	32.4%
Lowercase Letter	2202	2.9%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	43041	87.2%
1	3917	7.9%
2	2376	4.8%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	24667	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1468	66.7%
a	734	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	74001	97.1%
Latin	2202	2.9%

Most frequent Common characters

Value	Count	Frequency (%)
0	43041	58.2%
.	24667	33.3%
1	3917	5.3%
2	2376	3.2%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1468	66.7%
a	734	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	43041	56.5%
.	24667	32.4%
1	3917	5.1%
2	2376	3.1%
n	1468	1.9%
a	734	1.0%

E1_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	19108
Missing (%)	75.2%
Memory size	198.6 KiB

1	3497
0	2796
(Missing)	19108

Frequency Table

Value	Count	Frequency (%)
1	3497	13.8%
0	2796	11.0%
(Missing)	19108	75.2%

E2_Debt/contract relief
Categorical

HIGH CORRELATION
MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	731
Missing (%)	2.9%
Memory size	198.6 KiB

0	17658
2	4148
1	2864

Value	Count	Frequency (%)
0	17658	69.5%
2	4148	16.3%
1	2864	11.3%
(Missing)	731	2.9%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	42328	55.5%
.	24670	32.4%
2	4148	5.4%
1	2864	3.8%
n	1462	1.9%
a	731	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49340	64.7%
Other Punctuation	24670	32.4%
Lowercase Letter	2193	2.9%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	42328	85.8%
2	4148	8.4%
1	2864	5.8%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	24670	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1462	66.7%
a	731	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	74010	97.1%
Latin	2193	2.9%

Most frequent Common characters

Value	Count	Frequency (%)
0	42328	57.2%
.	24670	33.3%
2	4148	5.6%
1	2864	3.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1462	66.7%
a	731	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	42328	55.5%
.	24670	32.4%
2	4148	5.4%
1	2864	3.8%
n	1462	1.9%
a	731	1.0%

E3_Fiscal measures
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct count	363
Unique (%)	1.5%
Missing	880
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%

Mean	405060177.3734469
Minimum	0.0
Maximum	1957600000000.0
Zeros	24098
Zeros (%)	94.9%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1.9576e+12
Range	1.9576e+12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.779377847e+10
Coefficient of variation (CV)	43.9287283
Kurtosis	7335.565454
Mean	405060177.4
Median Absolute Deviation (MAD)	0
Skewness	78.60093446
Sum	9.932480609e+12
Variance	3.166185524e+20

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	24098	94.9%
10.75	22	0.1%
435	16	0.1%
3	12	< 0.1%
1e+10	3	< 0.1%
1600000000	3	< 0.1%
3e+10	2	< 0.1%
500000000	2	< 0.1%
9000000	2	< 0.1%
7630000000	2	< 0.1%
210000000	2	< 0.1%
2600000000	2	< 0.1%
1000000000	2	< 0.1%
11000000	2	< 0.1%
2	2	< 0.1%
290000000	2	< 0.1%
229000000	1	< 0.1%
6.844294967e+10	1	< 0.1%
633400	1	< 0.1%
274000000	1	< 0.1%
513366	1	< 0.1%
145414500	1	< 0.1%
497023	1	< 0.1%
22383347	1	< 0.1%
127000000	1	< 0.1%
Other values (338)	338	1.3%
(Missing)	880	3.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	24098	94.9%
0.19	1	< 0.1%
0.75	1	< 0.1%
1	1	< 0.1%
2	2	< 0.1%
3	12	< 0.1%
4	1	< 0.1%
10.75	22	0.1%
40	1	< 0.1%
152	1	< 0.1%

Value	Count	Frequency (%)
1.9576e+12	1	< 0.1%
1.192572826e+12	1	< 0.1%
9.90863e+11	1	< 0.1%
7.092759225e+11	1	< 0.1%
4.526563438e+11	1	< 0.1%
4.204525711e+11	1	< 0.1%
3.84e+11	1	< 0.1%
3.52e+11	1	< 0.1%
2.664708984e+11	1	< 0.1%
2.4244e+11	1	< 0.1%

E4_International support
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct count	51
Unique (%)	0.2%
Missing	942
Missing (%)	3.7%
Infinite	0
Infinite (%)	0.0%

Mean	34783824.64446789
Minimum	0.0
Maximum	834353051822.0
Zeros	24401
Zeros (%)	96.1%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8.343530518e+11
Range	8.343530518e+11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5335146725
Coefficient of variation (CV)	153.3801064
Kurtosis	24455.34886
Mean	34783824.64
Median Absolute Deviation (MAD)	0
Skewness	156.3762941
Sum	8.50777567e+11
Variance	2.846379058e+19

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	24401	96.1%
20000000	3	< 0.1%
5000000	3	< 0.1%
1000000	3	< 0.1%
100000000	2	< 0.1%
30000000	2	< 0.1%
53000000	1	< 0.1%
1300000000	1	< 0.1%
24500000	1	< 0.1%
2800000	1	< 0.1%
91481	1	< 0.1%
274000000	1	< 0.1%
861786	1	< 0.1%
525000000	1	< 0.1%
18000000	1	< 0.1%
91082	1	< 0.1%
2458012369	1	< 0.1%
1012736.86	1	< 0.1%
2023000000	1	< 0.1%
800000	1	< 0.1%
50	1	< 0.1%
50000000	1	< 0.1%
111000	1	< 0.1%
270000000	1	< 0.1%
3	1	< 0.1%
Other values (26)	26	0.1%
(Missing)	942	3.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	24401	96.1%
3	1	< 0.1%
50	1	< 0.1%
150	1	< 0.1%
91082	1	< 0.1%
91481	1	< 0.1%
92008	1	< 0.1%
100000	1	< 0.1%
111000	1	< 0.1%
220000	1	< 0.1%

Value	Count	Frequency (%)
8.343530518e+11	1	< 0.1%
6130000000	1	< 0.1%
2458012369	1	< 0.1%
2023000000	1	< 0.1%
1311754455	1	< 0.1%
1300000000	1	< 0.1%
525000000	1	< 0.1%
410000000	1	< 0.1%
281340028	1	< 0.1%
274000000	1	< 0.1%

H1_Public information campaigns
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	626
Missing (%)	2.5%
Memory size	198.6 KiB

2	14590
0	7946
1	2239

Value	Count	Frequency (%)
2	14590	57.4%
0	7946	31.3%
1	2239	8.8%
(Missing)	626	2.5%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	32721	42.9%
.	24775	32.5%
2	14590	19.1%
1	2239	2.9%
n	1252	1.6%
a	626	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49550	65.0%
Other Punctuation	24775	32.5%
Lowercase Letter	1878	2.5%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	32721	66.0%
2	14590	29.4%
1	2239	4.5%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	24775	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1252	66.7%
a	626	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	74325	97.5%
Latin	1878	2.5%

Most frequent Common characters

Value	Count	Frequency (%)
0	32721	44.0%
.	24775	33.3%
2	14590	19.6%
1	2239	3.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1252	66.7%
a	626	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	32721	42.9%
.	24775	32.5%
2	14590	19.1%
1	2239	2.9%
n	1252	1.6%
a	626	0.8%

H1_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	8572
Missing (%)	33.7%
Memory size	198.6 KiB

1	16568
0	261
(Missing)	8572

Frequency Table

Value	Count	Frequency (%)
1	16568	65.2%
0	261	1.0%
(Missing)	8572	33.7%

H2_Testing policy
Categorical

MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	911
Missing (%)	3.6%
Memory size	198.6 KiB

0	10071
1	8544
2	4326
3	1549

Value	Count	Frequency (%)
0	10071	39.6%
1	8544	33.6%
2	4326	17.0%
3	1549	6.1%
(Missing)	911	3.6%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	7
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	34561	45.4%
.	24490	32.1%
1	8544	11.2%
2	4326	5.7%
n	1822	2.4%
3	1549	2.0%
a	911	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	48980	64.3%
Other Punctuation	24490	32.1%
Lowercase Letter	2733	3.6%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	34561	70.6%
1	8544	17.4%
2	4326	8.8%
3	1549	3.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	24490	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1822	66.7%
a	911	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	73470	96.4%
Latin	2733	3.6%

Most frequent Common characters

Value	Count	Frequency (%)
0	34561	47.0%
.	24490	33.3%
1	8544	11.6%
2	4326	5.9%
3	1549	2.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1822	66.7%
a	911	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	34561	45.4%
.	24490	32.1%
1	8544	11.2%
2	4326	5.7%
n	1822	2.4%
3	1549	2.0%
a	911	1.2%

H3_Contact tracing
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	832
Missing (%)	3.3%
Memory size	198.6 KiB

0	11953
2	6857
1	5759

Value	Count	Frequency (%)
0	11953	47.1%
2	6857	27.0%
1	5759	22.7%
(Missing)	832	3.3%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	36522	47.9%
.	24569	32.2%
2	6857	9.0%
1	5759	7.6%
n	1664	2.2%
a	832	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49138	64.5%
Other Punctuation	24569	32.2%
Lowercase Letter	2496	3.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	36522	74.3%
2	6857	14.0%
1	5759	11.7%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	24569	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1664	66.7%
a	832	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	73707	96.7%
Latin	2496	3.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	36522	49.6%
.	24569	33.3%
2	6857	9.3%
1	5759	7.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1664	66.7%
a	832	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76203	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	36522	47.9%
.	24569	32.2%
2	6857	9.0%
1	5759	7.6%
n	1664	2.2%
a	832	1.1%

H4_Emergency investment in healthcare
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct count	233
Unique (%)	1.0%
Missing	1187
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%

Mean	26740683.38827868
Minimum	0.0
Maximum	242400000000.0
Zeros	23844
Zeros (%)	93.9%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2.424e+11
Range	2.424e+11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1783453116
Coefficient of variation (CV)	66.69437316
Kurtosis	14605.38895
Mean	26740683.39
Median Absolute Deviation (MAD)	0
Skewness	114.2192849
Sum	6.474989076e+11
Variance	3.180705018e+18

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	23844	93.9%
35	39	0.2%
1600000000	32	0.1%
562	20	0.1%
37800000	20	0.1%
20.7	10	< 0.1%
37840000	5	< 0.1%
100000000	5	< 0.1%
1	3	< 0.1%
1000000	3	< 0.1%
25000000	2	< 0.1%
31000000	2	< 0.1%
1500000	2	< 0.1%
4400000	2	< 0.1%
1951	2	< 0.1%
500000	2	< 0.1%
5000000	2	< 0.1%
200000000	2	< 0.1%
2000000	2	< 0.1%
6000000	2	< 0.1%
34209974	1	< 0.1%
1561787799	1	< 0.1%
262830928	1	< 0.1%
44619620	1	< 0.1%
65593415	1	< 0.1%
Other values (208)	208	0.8%
(Missing)	1187	4.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23844	93.9%
0.03	1	< 0.1%
1	3	< 0.1%
7.6	1	< 0.1%
8	1	< 0.1%
20.7	10	< 0.1%
35	39	0.2%
50	1	< 0.1%
562	20	0.1%
585	1	< 0.1%

Value	Count	Frequency (%)
2.424e+11	1	< 0.1%
1e+11	1	< 0.1%
6.29977238e+10	1	< 0.1%
5.7458e+10	1	< 0.1%
1.6801e+10	1	< 0.1%
1.419e+10	1	< 0.1%
9368232500	1	< 0.1%
7340000000	1	< 0.1%
6793500000	1	< 0.1%
6700000000	1	< 0.1%

H5_Investment in vaccines
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct count	43
Unique (%)	0.2%
Missing	1032
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%

Mean	258934.07839057816
Minimum	0.0
Maximum	1390000000.0
Zeros	24265
Zeros (%)	95.5%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1390000000
Range	1390000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	13586042.24
Coefficient of variation (CV)	52.46911619
Kurtosis	5947.035329
Mean	258934.0784
Median Absolute Deviation (MAD)	0
Skewness	71.52929556
Sum	6309964556
Variance	1.845805439e+14

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	24265	95.5%
1	43	0.2%
191	21	0.1%
15300000	1	< 0.1%
545000000	1	< 0.1%
544911500	1	< 0.1%
254591132.1	1	< 0.1%
3567205	1	< 0.1%
812000000	1	< 0.1%
586265166.6	1	< 0.1%
13205680	1	< 0.1%
54880244	1	< 0.1%
14250060	1	< 0.1%
5543828	1	< 0.1%
246961	1	< 0.1%
26342520	1	< 0.1%
1067576.52	1	< 0.1%
10000000	1	< 0.1%
286175609	1	< 0.1%
1.1	1	< 0.1%
14322225	1	< 0.1%
3292815	1	< 0.1%
2989616.7	1	< 0.1%
338558	1	< 0.1%
200000000	1	< 0.1%
Other values (18)	18	0.1%
(Missing)	1032	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	24265	95.5%
1	43	0.2%
1.1	1	< 0.1%
191	21	0.1%
246961	1	< 0.1%
338558	1	< 0.1%
1067576.52	1	< 0.1%
1085695	1	< 0.1%
1733514	1	< 0.1%
2989616.7	1	< 0.1%

Value	Count	Frequency (%)
1390000000	1	< 0.1%
826000000	1	< 0.1%
812000000	1	< 0.1%
586265166.6	1	< 0.1%
545000000	1	< 0.1%
544911500	1	< 0.1%
286175609	1	< 0.1%
254591132.1	1	< 0.1%
200000000	1	< 0.1%
190372000	1	< 0.1%

M1_Wildcard
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	25401
Missing (%)	100.0%
Memory size	198.6 KiB

ConfirmedCases
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	5347
Unique (%)	31.7%
Missing	8508
Missing (%)	33.5%
Infinite	0
Infinite (%)	0.0%

Mean	11391.126975670397
Minimum	0.0
Maximum	1699933.0
Zeros	2772
Zeros (%)	10.9%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	159
Q3	1877
95-th percentile	43319
Maximum	1699933
Range	1699933
Interquartile range (IQR)	1870

Descriptive statistics

Standard deviation	70210.43334
Coefficient of variation (CV)	6.163607296
Kurtosis	302.6445318
Mean	11391.12698
Median Absolute Deviation (MAD)	159
Skewness	15.79195176
Sum	192430308
Variance	4929504950

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	2772	10.9%
1	509	2.0%
2	249	1.0%
3	235	0.9%
10	203	0.8%
11	188	0.7%
7	161	0.6%
5	150	0.6%
8	140	0.6%
16	137	0.5%
4	135	0.5%
19	123	0.5%
6	120	0.5%
9	104	0.4%
18	93	0.4%
24	90	0.4%
45	88	0.3%
15	82	0.3%
12	81	0.3%
25	72	0.3%
14	69	0.3%
13	66	0.3%
712	49	0.2%
23	48	0.2%
22	48	0.2%
Other values (5322)	10881	42.8%
(Missing)	8508	33.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2772	10.9%
1	509	2.0%
2	249	1.0%
3	235	0.9%
4	135	0.5%
5	150	0.6%
6	120	0.5%
7	161	0.6%
8	140	0.6%
9	104	0.4%

Value	Count	Frequency (%)
1699933	1	< 0.1%
1681212	1	< 0.1%
1662302	1	< 0.1%
1643238	1	< 0.1%
1622670	1	< 0.1%
1601434	1	< 0.1%
1577287	1	< 0.1%
1551853	1	< 0.1%
1528568	1	< 0.1%
1508598	1	< 0.1%

ConfirmedDeaths
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	1783
Unique (%)	10.6%
Missing	8508
Missing (%)	33.5%
Infinite	0
Infinite (%)	0.0%

Mean	752.9339963298407
Minimum	0.0
Maximum	100442.0
Zeros	6618
Zeros (%)	26.1%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	43
95-th percentile	2272.2
Maximum	100442
Range	100442
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	4786.497123
Coefficient of variation (CV)	6.357127113
Kurtosis	184.1267102
Mean	752.9339963
Median Absolute Deviation (MAD)	3
Skewness	12.00109701
Sum	12719314
Variance	22910554.71

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6618	26.1%
1	1063	4.2%
2	586	2.3%
3	459	1.8%
4	355	1.4%
7	338	1.3%
5	321	1.3%
10	276	1.1%
6	269	1.1%
8	240	0.9%
9	235	0.9%
12	123	0.5%
21	112	0.4%
11	101	0.4%
14	98	0.4%
17	87	0.3%
20	84	0.3%
26	73	0.3%
15	73	0.3%
31	66	0.3%
16	64	0.3%
19	64	0.3%
18	62	0.2%
22	61	0.2%
25	59	0.2%
Other values (1758)	5006	19.7%
(Missing)	8508	33.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6618	26.1%
1	1063	4.2%
2	586	2.3%
3	459	1.8%
4	355	1.4%
5	321	1.3%
6	269	1.1%
7	338	1.3%
8	240	0.9%
9	235	0.9%

Value	Count	Frequency (%)
100442	1	< 0.1%
98916	1	< 0.1%
98220	1	< 0.1%
97720	1	< 0.1%
97087	1	< 0.1%
96007	1	< 0.1%
94702	1	< 0.1%
93439	1	< 0.1%
91921	1	< 0.1%
90353	1	< 0.1%

StringencyIndex
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	159
Unique (%)	0.6%
Missing	710
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%

Mean	39.43073549066462
Minimum	0.0
Maximum	100.0
Zeros	6842
Zeros (%)	26.9%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	27.78
Q3	77.78
95-th percentile	93.52
Maximum	100
Range	100
Interquartile range (IQR)	77.78

Descriptive statistics

Standard deviation	36.73223935
Coefficient of variation (CV)	0.9315636366
Kurtosis	-1.631588424
Mean	39.43073549
Median Absolute Deviation (MAD)	27.78
Skewness	0.2420400755
Sum	973584.29
Variance	1349.257407

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6842	26.9%
11.11	1181	4.6%
13.89	780	3.1%
5.56	765	3.0%
19.44	612	2.4%
2.78	608	2.4%
8.33	592	2.3%
82.41	440	1.7%
96.3	420	1.7%
93.52	410	1.6%
100	369	1.5%
16.67	361	1.4%
73.15	357	1.4%
85.19	350	1.4%
90.74	324	1.3%
78.7	320	1.3%
81.48	299	1.2%
84.26	296	1.2%
77.78	294	1.2%
79.63	283	1.1%
75.93	280	1.1%
87.04	239	0.9%
87.96	228	0.9%
94.44	226	0.9%
80.56	225	0.9%
Other values (134)	7590	29.9%
(Missing)	710	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6842	26.9%
2.78	608	2.4%
5.56	765	3.0%
8.33	592	2.3%
9.26	5	< 0.1%
10.19	38	0.1%
11.11	1181	4.6%
12.04	15	0.1%
13.89	780	3.1%
14.81	7	< 0.1%

Value	Count	Frequency (%)
100	369	1.5%
98.15	32	0.1%
97.22	144	0.6%
96.3	420	1.7%
95.37	17	0.1%
94.44	226	0.9%
93.52	410	1.6%
92.59	163	0.6%
92.13	36	0.1%
91.67	90	0.4%

StringencyIndexForDisplay
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	159
Unique (%)	0.6%
Missing	227
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%

Mean	40.03196909509811
Minimum	0.0
Maximum	100.0
Zeros	6842
Zeros (%)	26.9%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	30.56
Q3	78.24
95-th percentile	93.52
Maximum	100
Range	100
Interquartile range (IQR)	78.24

Descriptive statistics

Standard deviation	36.71227184
Coefficient of variation (CV)	0.9170738456
Kurtosis	-1.642824699
Mean	40.0319691
Median Absolute Deviation (MAD)	30.56
Skewness	0.2101874865
Sum	1007764.79
Variance	1347.790904

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6842	26.9%
11.11	1184	4.7%
13.89	784	3.1%
5.56	765	3.0%
19.44	612	2.4%
2.78	608	2.4%
8.33	592	2.3%
82.41	448	1.8%
96.3	430	1.7%
93.52	422	1.7%
100	380	1.5%
73.15	369	1.5%
85.19	363	1.4%
16.67	361	1.4%
78.7	344	1.4%
90.74	326	1.3%
81.48	312	1.2%
84.26	303	1.2%
77.78	300	1.2%
79.63	295	1.2%
75.93	290	1.1%
87.04	245	1.0%
94.44	236	0.9%
80.56	233	0.9%
72.22	232	0.9%
Other values (134)	7898	31.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6842	26.9%
2.78	608	2.4%
5.56	765	3.0%
8.33	592	2.3%
9.26	5	< 0.1%
10.19	38	0.1%
11.11	1184	4.7%
12.04	15	0.1%
13.89	784	3.1%
14.81	7	< 0.1%

Value	Count	Frequency (%)
100	380	1.5%
98.15	34	0.1%
97.22	154	0.6%
96.3	430	1.7%
95.37	17	0.1%
94.44	236	0.9%
93.52	422	1.7%
92.59	163	0.6%
92.13	36	0.1%
91.67	93	0.4%

StringencyLegacyIndex
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	233
Unique (%)	0.9%
Missing	699
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%

Mean	42.04320662294551
Minimum	0.0
Maximum	97.14
Zeros	6842
Zeros (%)	26.9%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	33.57
Q3	80.48
95-th percentile	94.29
Maximum	97.14
Range	97.14
Interquartile range (IQR)	80.48

Descriptive statistics

Standard deviation	37.53340965
Coefficient of variation (CV)	0.892734229
Kurtosis	-1.694459779
Mean	42.04320662
Median Absolute Deviation (MAD)	33.57
Skewness	0.1426599808
Sum	1038551.29
Variance	1408.75684

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6842	26.9%
97.14	1070	4.2%
14.29	966	3.8%
88.81	958	3.8%
9.52	693	2.7%
85.24	643	2.5%
92.38	632	2.5%
22.86	584	2.3%
2.86	548	2.2%
93.57	541	2.1%
17.14	501	2.0%
80.48	364	1.4%
12.38	334	1.3%
84.05	309	1.2%
94.29	309	1.2%
18.1	285	1.1%
20	266	1.0%
79.29	243	1.0%
85.95	229	0.9%
76.43	223	0.9%
75.71	215	0.8%
74.52	215	0.8%
82.86	214	0.8%
8.57	202	0.8%
15.24	183	0.7%
Other values (208)	7133	28.1%
(Missing)	699	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6842	26.9%
2.86	548	2.2%
4.76	60	0.2%
5.71	153	0.6%
8.57	202	0.8%
9.52	693	2.7%
10.48	1	< 0.1%
11.43	30	0.1%
12.38	334	1.3%
13.33	6	< 0.1%

Value	Count	Frequency (%)
97.14	1070	4.2%
94.29	309	1.2%
93.57	541	2.1%
92.38	632	2.5%
91.43	42	0.2%
90.71	104	0.4%
90	138	0.5%
89.52	101	0.4%
88.81	958	3.8%
87.86	17	0.1%

StringencyLegacyIndexForDisplay
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	233
Unique (%)	0.9%
Missing	217
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%

Mean	42.652422966963144
Minimum	0.0
Maximum	97.14
Zeros	6842
Zeros (%)	26.9%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	37.14
Q3	80.95
95-th percentile	94.29
Maximum	97.14
Range	97.14
Interquartile range (IQR)	80.95

Descriptive statistics

Standard deviation	37.49377285
Coefficient of variation (CV)	0.8790537615
Kurtosis	-1.700164757
Mean	42.65242297
Median Absolute Deviation (MAD)	37.14
Skewness	0.1106934408
Sum	1074158.62
Variance	1405.783002

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6842	26.9%
97.14	1101	4.3%
88.81	991	3.9%
14.29	969	3.8%
9.52	693	2.7%
85.24	668	2.6%
92.38	637	2.5%
22.86	584	2.3%
93.57	555	2.2%
2.86	548	2.2%
17.14	501	2.0%
80.48	376	1.5%
12.38	334	1.3%
84.05	317	1.2%
94.29	314	1.2%
18.1	289	1.1%
20	266	1.0%
79.29	255	1.0%
76.43	252	1.0%
85.95	233	0.9%
74.52	224	0.9%
82.86	219	0.9%
75.71	215	0.8%
8.57	202	0.8%
15.24	183	0.7%
Other values (208)	7416	29.2%
(Missing)	217	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6842	26.9%
2.86	548	2.2%
4.76	60	0.2%
5.71	153	0.6%
8.57	202	0.8%
9.52	693	2.7%
10.48	1	< 0.1%
11.43	30	0.1%
12.38	334	1.3%
13.33	6	< 0.1%

Value	Count	Frequency (%)
97.14	1101	4.3%
94.29	314	1.2%
93.57	555	2.2%
92.38	637	2.5%
91.43	42	0.2%
90.71	107	0.4%
90	143	0.6%
89.52	101	0.4%
88.81	991	3.9%
87.86	17	0.1%

GovernmentResponseIndex
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	214
Unique (%)	0.9%
Missing	865
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%

Mean	35.48193022497555
Minimum	0.0
Maximum	96.15
Zeros	6158
Zeros (%)	24.2%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	26.92
Q3	68.59
95-th percentile	83.97
Maximum	96.15
Range	96.15
Interquartile range (IQR)	68.59

Descriptive statistics

Standard deviation	32.33448266
Coefficient of variation (CV)	0.9112943532
Kurtosis	-1.61153821
Mean	35.48193022
Median Absolute Deviation (MAD)	26.92
Skewness	0.2229979327
Sum	870584.64
Variance	1045.518769

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6158	24.2%
3.85	723	2.8%
7.69	604	2.4%
5.77	420	1.7%
9.62	419	1.6%
1.92	394	1.6%
63.46	334	1.3%
75.64	312	1.2%
68.59	306	1.2%
71.15	293	1.2%
69.23	292	1.1%
10.26	270	1.1%
66.03	269	1.1%
80.77	268	1.1%
2.56	258	1.0%
17.95	252	1.0%
14.1	229	0.9%
11.54	227	0.9%
64.1	227	0.9%
73.72	226	0.9%
85.26	225	0.9%
23.72	225	0.9%
77.56	221	0.9%
80.13	219	0.9%
70.51	215	0.8%
Other values (189)	10950	43.1%
(Missing)	865	3.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6158	24.2%
1.92	394	1.6%
2.56	258	1.0%
3.85	723	2.8%
4.49	25	0.1%
5.13	3	< 0.1%
5.77	420	1.7%
6.41	137	0.5%
7.69	604	2.4%
8.33	170	0.7%

Value	Count	Frequency (%)
96.15	41	0.2%
93.59	14	0.1%
92.95	25	0.1%
92.31	4	< 0.1%
91.03	72	0.3%
90.38	1	< 0.1%
89.74	28	0.1%
89.1	145	0.6%
88.46	128	0.5%
87.82	62	0.2%

GovernmentResponseIndexForDisplay
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	214
Unique (%)	0.9%
Missing	375
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%

Mean	36.08963677775114
Minimum	0.0
Maximum	96.15
Zeros	6158
Zeros (%)	24.2%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.92
median	30.13
Q3	68.59
95-th percentile	83.97
Maximum	96.15
Range	96.15
Interquartile range (IQR)	66.67

Descriptive statistics

Standard deviation	32.35857075
Coefficient of variation (CV)	0.8966166921
Kurtosis	-1.625114054
Mean	36.08963678
Median Absolute Deviation (MAD)	30.13
Skewness	0.1878242483
Sum	903179.25
Variance	1047.077101

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6158	24.2%
3.85	723	2.8%
7.69	604	2.4%
5.77	420	1.7%
9.62	419	1.6%
1.92	394	1.6%
63.46	360	1.4%
75.64	324	1.3%
68.59	321	1.3%
71.15	308	1.2%
69.23	306	1.2%
66.03	280	1.1%
80.77	278	1.1%
10.26	270	1.1%
2.56	258	1.0%
17.95	252	1.0%
73.72	233	0.9%
14.1	232	0.9%
85.26	230	0.9%
64.1	229	0.9%
11.54	227	0.9%
23.72	225	0.9%
80.13	224	0.9%
77.56	221	0.9%
78.85	217	0.9%
Other values (189)	11313	44.5%
(Missing)	375	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6158	24.2%
1.92	394	1.6%
2.56	258	1.0%
3.85	723	2.8%
4.49	25	0.1%
5.13	3	< 0.1%
5.77	420	1.7%
6.41	137	0.5%
7.69	604	2.4%
8.33	170	0.7%

Value	Count	Frequency (%)
96.15	46	0.2%
93.59	14	0.1%
92.95	25	0.1%
92.31	9	< 0.1%
91.03	72	0.3%
90.38	1	< 0.1%
89.74	28	0.1%
89.1	148	0.6%
88.46	128	0.5%
87.82	66	0.3%

ContainmentHealthIndex
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	186
Unique (%)	0.8%
Missing	856
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%

Mean	38.56306131595029
Minimum	0.0
Maximum	100.0
Zeros	6199
Zeros (%)	24.4%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	31.06
Q3	73.48
95-th percentile	88.64
Maximum	100
Range	100
Interquartile range (IQR)	73.48

Descriptive statistics

Standard deviation	34.54119452
Coefficient of variation (CV)	0.8957067552
Kurtosis	-1.631828436
Mean	38.56306132
Median Absolute Deviation (MAD)	31.06
Skewness	0.1858306317
Sum	946530.34
Variance	1193.094119

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6199	24.4%
4.55	690	2.7%
9.09	601	2.4%
11.36	419	1.6%
6.82	415	1.6%
75	415	1.6%
2.27	399	1.6%
71.97	328	1.3%
81.82	323	1.3%
77.27	319	1.3%
72.73	317	1.2%
80.3	300	1.2%
84.85	284	1.1%
86.36	272	1.1%
79.55	272	1.1%
12.12	268	1.1%
3.03	266	1.0%
81.06	266	1.0%
21.21	247	1.0%
84.09	241	0.9%
28.03	235	0.9%
16.67	235	0.9%
13.64	227	0.9%
83.33	223	0.9%
78.79	219	0.9%
Other values (161)	10565	41.6%
(Missing)	856	3.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6199	24.4%
2.27	399	1.6%
3.03	266	1.0%
4.55	690	2.7%
5.3	25	0.1%
6.06	3	< 0.1%
6.82	415	1.6%
7.58	132	0.5%
9.09	601	2.4%
9.85	171	0.7%

Value	Count	Frequency (%)
100	71	0.3%
96.97	72	0.3%
95.45	46	0.2%
94.7	44	0.2%
93.94	217	0.9%
92.42	72	0.3%
91.67	190	0.7%
91.29	10	< 0.1%
90.91	204	0.8%
90.15	103	0.4%

ContainmentHealthIndexForDisplay
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	186
Unique (%)	0.7%
Missing	372
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%

Mean	39.166814495185584
Minimum	0.0
Maximum	100.0
Zeros	6199
Zeros (%)	24.4%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.27
median	34.09
Q3	74.24
95-th percentile	88.64
Maximum	100
Range	100
Interquartile range (IQR)	71.97

Descriptive statistics

Standard deviation	34.53216701
Coefficient of variation (CV)	0.8816690215
Kurtosis	-1.641633511
Mean	39.1668145
Median Absolute Deviation (MAD)	34.09
Skewness	0.1522292287
Sum	980306.2
Variance	1192.470559

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6199	24.4%
4.55	690	2.7%
9.09	601	2.4%
75	439	1.7%
11.36	419	1.6%
6.82	415	1.6%
2.27	399	1.6%
71.97	350	1.4%
77.27	334	1.3%
81.82	333	1.3%
72.73	323	1.3%
80.3	312	1.2%
84.85	284	1.1%
86.36	282	1.1%
79.55	282	1.1%
81.06	270	1.1%
12.12	268	1.1%
3.03	266	1.0%
84.09	251	1.0%
21.21	247	1.0%
16.67	238	0.9%
28.03	235	0.9%
78.79	233	0.9%
13.64	227	0.9%
83.33	224	0.9%
Other values (161)	10908	42.9%
(Missing)	372	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6199	24.4%
2.27	399	1.6%
3.03	266	1.0%
4.55	690	2.7%
5.3	25	0.1%
6.06	3	< 0.1%
6.82	415	1.6%
7.58	132	0.5%
9.09	601	2.4%
9.85	171	0.7%

Value	Count	Frequency (%)
100	71	0.3%
96.97	76	0.3%
95.45	56	0.2%
94.7	44	0.2%
93.94	217	0.9%
92.42	72	0.3%
91.67	194	0.8%
91.29	10	< 0.1%
90.91	206	0.8%
90.15	111	0.4%

EconomicSupportIndex
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	9
Unique (%)	< 0.1%
Missing	799
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%

Mean	18.58741159255345
Minimum	0.0
Maximum	100.0
Zeros	16493
Zeros (%)	64.9%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	37.5
95-th percentile	87.5
Maximum	100
Range	100
Interquartile range (IQR)	37.5

Descriptive statistics

Standard deviation	29.6497499
Coefficient of variation (CV)	1.595152168
Kurtosis	0.3095973249
Mean	18.58741159
Median Absolute Deviation (MAD)	0
Skewness	1.306780959
Sum	457287.5
Variance	879.1076693

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	16493	64.9%
50	2159	8.5%
75	1414	5.6%
25	1173	4.6%
62.5	975	3.8%
37.5	880	3.5%
87.5	663	2.6%
100	588	2.3%
12.5	257	1.0%
(Missing)	799	3.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16493	64.9%
12.5	257	1.0%
25	1173	4.6%
37.5	880	3.5%
50	2159	8.5%
62.5	975	3.8%
75	1414	5.6%
87.5	663	2.6%
100	588	2.3%

Value	Count	Frequency (%)
100	588	2.3%
87.5	663	2.6%
75	1414	5.6%
62.5	975	3.8%
50	2159	8.5%
37.5	880	3.5%
25	1173	4.6%
12.5	257	1.0%
0	16493	64.9%

EconomicSupportIndexForDisplay
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	9
Unique (%)	< 0.1%
Missing	319
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%

Mean	19.126265848018498
Minimum	0.0
Maximum	100.0
Zeros	16579
Zeros (%)	65.3%
Memory size	198.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	37.5
95-th percentile	87.5
Maximum	100
Range	100
Interquartile range (IQR)	37.5

Descriptive statistics

Standard deviation	29.91965379
Coefficient of variation (CV)	1.564322802
Kurtosis	0.1909136791
Mean	19.12626585
Median Absolute Deviation (MAD)	0
Skewness	1.26356286
Sum	479725
Variance	895.185683

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	16579	65.3%
50	2261	8.9%
75	1495	5.9%
25	1227	4.8%
62.5	1021	4.0%
37.5	909	3.6%
87.5	696	2.7%
100	616	2.4%
12.5	278	1.1%
(Missing)	319	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16579	65.3%
12.5	278	1.1%
25	1227	4.8%
37.5	909	3.6%
50	2261	8.9%
62.5	1021	4.0%
75	1495	5.9%
87.5	696	2.7%
100	616	2.4%

Value	Count	Frequency (%)
100	616	2.4%
87.5	696	2.7%
75	1495	5.9%
62.5	1021	4.0%
50	2261	8.9%
37.5	909	3.6%
25	1227	4.8%
12.5	278	1.1%
0	16579	65.3%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	CountryName	CountryCode	Date	C1_Flag	C2_Flag	C3_Flag	C4_Flag	C5_Flag	C6_Flag	C7_Flag	E1_Flag	H1_Flag	M1_Wildcard	ConfirmedCases	ConfirmedDeaths
0	Aruba	ABW	20200101	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	Aruba	ABW	20200102	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	Aruba	ABW	20200103	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	Aruba	ABW	20200104	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	Aruba	ABW	20200105	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	Aruba	ABW	20200106	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	Aruba	ABW	20200107	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	Aruba	ABW	20200108	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	Aruba	ABW	20200109	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	Aruba	ABW	20200110	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Last rows

	CountryName	CountryCode	Date	C1_School closing	C1_Flag	C2_Workplace closing	C2_Flag	C3_Cancel public events	C3_Flag	C4_Restrictions on gatherings	C4_Flag	C5_Close public transport	C5_Flag	C6_Stay at home requirements	C6_Flag	C7_Restrictions on internal movement	C7_Flag	C8_International travel controls	E1_Income support	E1_Flag	E2_Debt/contract relief	E3_Fiscal measures	E4_International support	H1_Public information campaigns	H1_Flag	H2_Testing policy	H3_Contact tracing	H4_Emergency investment in healthcare	H5_Investment in vaccines	M1_Wildcard	ConfirmedCases	ConfirmedDeaths	StringencyIndex	StringencyIndexForDisplay	StringencyLegacyIndex	StringencyLegacyIndexForDisplay	GovernmentResponseIndex	GovernmentResponseIndexForDisplay	ContainmentHealthIndex	ContainmentHealthIndexForDisplay	EconomicSupportIndex	EconomicSupportIndexForDisplay
25391	Kosovo	RKS	20200518	3.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	1.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	11920000.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	955.0	29.0	87.04	87.04	88.81	88.81	76.28	76.28	78.79	78.79	62.5	62.5
25392	Kosovo	RKS	20200519	3.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	1.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	0.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	989.0	29.0	87.04	87.04	88.81	88.81	76.28	76.28	78.79	78.79	62.5	62.5
25393	Kosovo	RKS	20200520	3.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	1.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	0.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	989.0	29.0	87.04	87.04	88.81	88.81	76.28	76.28	78.79	78.79	62.5	62.5
25394	Kosovo	RKS	20200521	3.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	1.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	0.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	1003.0	29.0	87.04	87.04	88.81	88.81	76.28	76.28	78.79	78.79	62.5	62.5
25395	Kosovo	RKS	20200522	NaN	NaN	2.0	1.0	2.0	1.0	4.0	1.0	1.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	0.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	1004.0	29.0	75.93	75.93	74.52	74.52	68.59	68.59	69.70	69.70	62.5	62.5
25396	Kosovo	RKS	20200523	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1025.0	29.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
25397	Kosovo	RKS	20200524	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1032.0	29.0	NaN	75.93	NaN	74.52	NaN	68.59	NaN	69.70	NaN	62.5
25398	Kosovo	RKS	20200525	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1038.0	30.0	NaN	75.93	NaN	74.52	NaN	68.59	NaN	69.70	NaN	62.5
25399	Kosovo	RKS	20200526	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1038.0	30.0	NaN	75.93	NaN	74.52	NaN	68.59	NaN	69.70	NaN	62.5
25400	Kosovo	RKS	20200527	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1047.0	30.0	NaN	75.93	NaN	74.52	NaN	68.59	NaN	69.70	NaN	62.5

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters